Int. J. Advanced Operations Management, Vol. 11, Nos. 1/2, 2019 69
Copyright © 2019 Inderscience Enterprises Ltd.
Trade-off among lean, agile, resilient and green
paradigms: an empirical study on pharmaceutical
industry in Jordan using a TOPSIS-entropy method
Taghrid Suifan
School of Business,
The University of Jordan, Jordan
Email: t.suifan@ju.edu.jo
Moutaz Alazab*
Cyber Security Department,
College of Qatar, Qatar
Email: moutaz.alazab@ccq.edu.qa
*Corresponding author
Salah Alhyari
Computer Operation Department,
JEPCO, Jordan
Email: Salah_Alhyari@yahoo.com
Abstract: This study proposes an integrated multi-criteria decision analysis
method (MCDM) to analyse trade-offs among different supply chain
management (SCM) paradigms associated with competitive priorities. The
study employs the entropy method to derive the alternative weights of the
evaluation criteria. The study also employs the technique for order of
preference by similarity to ideal solution (TOPSIS) to rank feasible alternatives
in order of preference, and then measure trade-offs among the conflicting
objectives. A sensitivity analysis is performed to confirm the robustness of the
proposed model. An empirical study approach is used to identify the trade-offs
in the pharmaceutical supply chains context. The results indicate that the
TOPSIS and entropy methods can be utilised in a multi-decision analysis
process in which SCM paradigms should be implemented in order to positively
influence the competitive position. The findings also reveal that competitive
priorities differ between each paradigm. For the pharmaceutical industry of
Jordan, the sequence of competitive priorities that arise from this study is thus:
first ‘quality’ should be developed, then ‘know-how’, ‘flexibility’, ‘delivery’,
‘customer focus’, ‘innovation’, and finally, ‘cost’. This finding represents that,
the competitive priority that is most affected by the SCM paradigms is the
‘quality’ priority.
Keywords: trade-offs; supply chain management paradigms; entropy weight;
TOPSIS method; competitive priorities; Jordan.
Reference to this paper should be made as follows: Suifan, T., Alazab, M. and
Alhyari, S. (2019) ‘Trade-off among lean, agile, resilient and green paradigms:
an empirical study on pharmaceutical industry in Jordan using a
TOPSIS-entropy method’, Int. J. Advanced Operations Management, Vol. 11,
Nos. 1/2, pp.69–101.